{"id":"W4320710517","doi":"10.1111/mec.16862","title":"Transmission mode and dispersal traits correlate with host specificity in mammalian gut microbes","year":2023,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Human Frontier Science Program","keywords":"Biological dispersal; Biology; Generalist and specialist species; Host (biology); Transmission (telecommunications); Ecology; Host specificity; Horizontal transmission; Limiting; Bacteria; Evolutionary biology; Genetics; Population; Habitat","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006035974,0.0001977636,0.0003717646,0.0007551199,0.0002509544,0.0006018193,0.0001366832,0.0003263745,0.001499315],"category_scores_gemma":[0.002004922,0.0001882296,0.0003147145,0.000529511,0.0004112555,0.0004020956,0.0007385302,0.0004329518,0.0003227025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009687723,"about_ca_system_score_gemma":0.00009894342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004463783,"about_ca_topic_score_gemma":0.0009276655,"domain_scores_codex":[0.9995607,0.0001086019,0.00003459066,0.0001780034,0.00005539008,0.00006277188],"domain_scores_gemma":[0.9984755,0.0004337063,0.0006673909,0.0001527659,0.00009380264,0.0001768955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002884248,0.00004466935,0.8867278,0.00009659849,0.0002565249,0.000094039,0.0002702702,0.00037306,0.1044197,0.0001761529,0.0001317116,0.007121069],"study_design_scores_gemma":[0.000003505996,0.00004732021,0.9969902,0.000006931744,0.00002513999,0.0001875306,0.000108359,0.0005429533,0.001743051,0.0001689042,0.0001699167,0.000006128185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987515,0.0002398836,0.0005441179,0.00001827449,0.000001474909,0.000002116198,0.0002130545,0.000006712397,0.000222926],"genre_scores_gemma":[0.9989406,0.00007448486,0.0005381872,0.00001684102,0.000003238182,0.000003137799,0.0003367639,0.000004720927,0.0000820788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001499315,"threshold_uncertainty_score":0.005015731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005717424816493915,"score_gpt":0.2361918942284744,"score_spread":0.2304744694119805,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}